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Exhaustive identification of genome-wide binding events of transcriptional regulators
Linköping University, Department of Biomedical and Clinical Sciences, Division of Molecular Medicine and Virology. Linköping University, Faculty of Medicine and Health Sciences. (Wallenberg Centre for Molecular Medicine)ORCID iD: 0000-0002-5868-4797
Linköping University, Department of Biomedical and Clinical Sciences, Division of Molecular Medicine and Virology. Linköping University, Faculty of Medicine and Health Sciences. Linköping University, Department of Physics, Chemistry and Biology, Biophysics and bioengineering. Linköping University, Faculty of Science & Engineering. (Wallenberg Centre for Molecular Medicine)ORCID iD: 0000-0001-6912-0957
Linköping University, Department of Biomedical and Clinical Sciences, Division of Molecular Medicine and Virology. Linköping University, Faculty of Medicine and Health Sciences. (Wallenberg Centre for Molecular Medicine)ORCID iD: 0000-0003-1275-6027
Linköping University, Department of Biomedical and Clinical Sciences, Division of Molecular Medicine and Virology. Linköping University, Faculty of Medicine and Health Sciences. (Wallenberg Centre for Molecular Medicine)ORCID iD: 0000-0003-1547-5415
2024 (English)In: Nucleic Acids Research, ISSN 0305-1048, E-ISSN 1362-4962, Vol. 52, no 7, article id e40Article in journal (Refereed) Published
Abstract [en]

Genome-wide binding assays aspire to map the complete binding pattern of gene regulators. Common practice relies on replication-duplicates or triplicates-and high stringency statistics to favor false negatives over false positives. Here we show that duplicates and triplicates of CUT&RUN are not sufficient to discover the entire activity of transcriptional regulators. We introduce ICEBERG (Increased Capture of Enrichment By Exhaustive Replicate aGgregation), a pipeline that harnesses large numbers of CUT&RUN replicates to discover the full set of binding events and chart the line between false positives and false negatives. We employed ICEBERG to map the full set of H3K4me3-marked regions, the targets of the co-factor beta-catenin, and those of the transcription factor TBX3, in human colorectal cancer cells. The ICEBERG datasets allow benchmarking of individual replicates, comparing the performance of peak calling and replication approaches, and expose the arbitrary nature of strategies to identify reproducible peaks. Instead of a static view of genomic targets, ICEBERG establishes a spectrum of detection probabilities across the genome for a given factor, underlying the intrinsic dynamicity of its mechanism of action, and permitting to distinguish frequent from rare regulation events. Finally, ICEBERG discovered instances, undetectable with other approaches, that underlie novel mechanisms of colorectal cancer progression. Graphical Abstract

Place, publisher, year, edition, pages
OXFORD UNIV PRESS , 2024. Vol. 52, no 7, article id e40
National Category
Genetics and Genomics
Identifiers
URN: urn:nbn:se:liu:diva-202261DOI: 10.1093/nar/gkae180ISI: 001186621600001PubMedID: 38499482Scopus ID: 2-s2.0-85191601570OAI: oai:DiVA.org:liu-202261DiVA, id: diva2:1849881
Note

Funding Agencies|Cancerfonden [CAN 2018/542, 21 1572 Pj]; Swedish Research Council, Vetenskapsradet [2021-03075, 202301898]; Linkoping University and LiU-Cancer, and Additional Ventures (USA) [SVRF2021-1048003]; Knut and Alice Wallenberg Foundation; National Supercomputer Centre (NSC) - Linkoping University; Library of the Linkoping University

Available from: 2024-04-09 Created: 2024-04-09 Last updated: 2026-01-27Bibliographically approved
In thesis
1. Transcription Factors and Where to Find Them: Mechanisms and Methods of Mapping Transcription Factor Regulation
Open this publication in new window or tab >>Transcription Factors and Where to Find Them: Mechanisms and Methods of Mapping Transcription Factor Regulation
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Gene regulation is a fundamental process in development and disease. Transcription factors (TFs) play a pivotal role by binding specific genomic regions to regulate target genes. In this thesis, we explored the landscape of TF binding through CUT&RUN, with a particular focus on Wnt signaling and its key mediator, β-catenin.

Paper I introduced CUT&RUN Low Volume Urea (LoV-U), optimized for co-factors like β-catenin. This method allowed for high-quality profiling of diverse targets in both cell lines and mouse tissues. Paper II identified common artifacts in CUT&RUN data, establishing a list of "Suspect" regions for data filtration. In Paper III, we used these tools to examine time-resolved β-catenin binding in two cell types and discovered that binding is dynamic over time and cell-type specific. Paper IV addressed one of the central challenges in TF and chromatin research — signal reproducibility. We developed ICEBERG (Increased Capture of Enrichment by Exhaustive Replicate aGgregation), a pipeline to improve the detection of TF binding across the genome. ICEBERG classified binding sites based on detection probability and uncovered previously missed, rare regulatory associations. In Paper V, we shifted focus to a broader landscape of mouse development. We created a CUT&RUN resource dataset of twelve targets in four embryonic tissues and identified "popular regions" bound by multiple TFs, enriched for essential developmental genes. Finally, in Paper VI, we identified a set of genomic regions where CTCF binding changes in response to Wnt activation. These regions overlap with β-catenin and are associated with changes in 3D genome architecture. By disrupting CTCF binding, we demonstrated that CTCF contributes to the regulation of key Wnt target genes.

Together, these studies represent a methodological and conceptual advance in the study of gene regulation, shedding new light on the nuclear mechanisms of Wnt/β-catenin signaling, and providing tools and methods for future research.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2026. p. 77
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 2020
Keywords
Transcription factors, Gene regulation, CUT&RUN, Genomics
National Category
Genetics and Genomics
Identifiers
urn:nbn:se:liu:diva-220854 (URN)10.3384/9789181183887 (DOI)9789181183870 (ISBN)9789181183887 (ISBN)
Public defence
2026-03-04, Belladonna, Building 511, Campus US, Linköping, 09:00 (English)
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Supervisors
Available from: 2026-01-27 Created: 2026-01-27 Last updated: 2026-01-27Bibliographically approved

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Pagella, PierfrancescoCantù, Claudio

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